Current Position: Lead Data Scientist at NIQ
Academic Background:
Experience:
Providing clear and comprehensive information, guidelines, prerequisites, and descriptions related to a process, project, or dataset.
Ensures consistency, reproducibility, and effective collaboration across teams.
Understanding: Documentation provides a clear understanding of the processes, what the data is about, the source, and also the structure
Consistency: Documentation provides clear guidelines that organize structure, ensuring consistent outcomes.
Collaboration: Documentation helps communication among stakeholders/team members and aids in understanding and building upon existing work
Introduction
Goals
Scope
Rules/Prerequisites
Roles/Responsibilities
Processes
Challenges
References
Column Name: The name of the column
Column Type: The type of data stored.
Description: What the variable represents.
Values: Values inside the data (e.g., ranges or categories of data stored in the column)
Clear, simple and concise
Use Consistent Formats:
Maintain uniform templates for documentation.
Ensure standardized naming conventions and definitions.
Regularly update documentation